mereyabdenbekuly-ctrl
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clodex-ide
Clodex is an open-source, local-first agentic IDE that combines persistent AI tasks, code, terminal, browser, Git, models, memory, and governed execution in one Electron workspace, currently in technical preview.
AI 仓库情报摘要
FR-AI / ANALYSIS为什么值得关注
提供结构化、行业中立的AI代理能力分类体系，包含模式、基准测试和贡献工作流，同时涵盖文本基础技能和人类操作技能。
适合谁使用
- 构建代理系统的AI/ML工程师
- 集成认知技能分类的开发者
- 研究AI代理架构的研究人员
- 管理代理开发的技术项目经理
典型使用场景
- 为自定义AI代理栈构建技能分类
- 针对标准化评估标准对代理能力进行基准测试
- 将认知技能卡片集成到代理开发流程中
- 指导代理治理和验证层的设计
项目优势
- 提供现成的分类数据、模式和验证测试
- 注重实际操作，包含人类操作技能和治理结构
- 支持JSON、YAML和Markdown多种格式重用
- 设有贡献模板、持续集成和路线图，便于协作
使用前须知
- 采用时需要映射到特定的代理架构
- 目前专注于通用技能，缺乏领域特定定制
- 仅包含分类体系，不含运行时或训练代码
README 快速开始
Cognitive Core Skills
Cognitive core skills are the mental operating capabilities an LLM or AI Agent needs to move from chat response to useful digital co-worker. An LLM predicts and generates language. An AI Agent wraps that LLM with memory, planning, tools, integrations, verification, and action control so it can pursue goals inside real workflows.
Cognitive core skills are the agent operating brain: perception to know the situation, memory to preserve continuity, reasoning to judge, planning to sequence work, action selection to execute, verification to confirm progress, learning to improve, and governance to stay safe.
Repository overview
This repository contains a universal, industry-neutral taxonomy package for:
- LLM capabilities
- SLM capabilities
- AI agent capabilities
- World model capabilities
- Text-based cognitive skills
- Human-action cognitive skills
- Persistent LLM Wiki knowledge operations
- OKF-style knowledge cataloging operations
Why star or fork this project
- Practical: ready-to-use taxonomy data, schemas, and validation tests.
- Operational: includes human-action skills and governance-oriented constructs.
- Reusable: JSON, YAML, and markdown skill cards for easy integration.
- Collaborative: contribution templates, roadmap, and CI in place.
Quickstart
- Read the taxonomy package docs in
docs/cognitive-core-skills/. - Explore machine-readable data in
data/. - Browse generated skill cards in
Skills/index.md. - Run validation locally.
Current status
- Taxonomy version:
1.0.0 - Skill count:
159 - Domains covered:
13 - Generated skill files in
Skills/:159skill cards plusSkills/index.md - CI enabled for taxonomy and benchmark fixture tests
Capability model differences
| System type | Primary strength | Typical limitation without augmentation |
|---|---|---|
| LLM | Broad language understanding, synthesis, reasoning, drafting | Weak continuity and no autonomous bounded action by default |
| SLM | Low-latency, low-cost, private, constrained inference | Narrower transfer and lower open-domain dept |
项目描述
A universal, industry-neutral taxonomy of cognitive core skills (perception, memory, reasoning, planning, action, verification, learning, governance) for LLMs, SLMs, AI agents, and world models — with schemas, 159 skill cards, benchmarks, and CI.
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